DataFrame
NO COMPARISON TARGET
505354
ROWS
0
DUPLICATES
68.7 MB
RAM
17
FEATURES
2
CATEGORICAL
15
NUMERICAL
0
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
Elevation
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
1,978
(<1%)
ZEROES:
---
MAX
3,858
95%
3,322
Q3
3,142
MEDIAN
2,987
AVG
2,952
Q1
2,814
5%
2,381
MIN
1,859
RANGE
1,999
IQR
328
STD
275
VAR
75,892
KURT.
1.09
SKEW
-0.892
SUM
1.5B
2
Aspect
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
361
(<1%)
ZEROES:
4,536
(<1%)
MAX
360
95%
344
Q3
263
AVG
155
MEDIAN
124
Q1
57
5%
11
MIN
0
RANGE
360
IQR
206
STD
113
VAR
12,693
KURT.
-1.23
SKEW
0.416
SUM
78.2M
3
Slope
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
67
(<1%)
ZEROES:
621
(<1%)
MAX
66.0
95%
28.0
Q3
18.0
AVG
13.8
MEDIAN
13.0
Q1
8.0
5%
4.0
MIN
0.0
RANGE
66.0
IQR
10.0
STD
7.47
VAR
55.9
KURT.
0.750
SKEW
0.857
SUM
7.0M
4
Horizontal_Distance_To_Hydrology
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
551
(<1%)
ZEROES:
21,630
(4%)
MAX
1,397
95%
674
Q3
379
AVG
266
MEDIAN
216
Q1
108
5%
30
MIN
0
RANGE
1,397
IQR
271
STD
211
VAR
44,558
KURT.
1.61
SKEW
1.19
SUM
134.5M
5
Vertical_Distance_To_Hydrology
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
692
(<1%)
ZEROES:
34,287
(7%)
MAX
601
95%
164
Q3
67
AVG
46
MEDIAN
29
Q1
7
5%
-7
MIN
-159
RANGE
760
IQR
60.0
STD
57.9
VAR
3,353
KURT.
5.80
SKEW
1.90
SUM
23.2M
6
Horizontal_Distance_To_Roadways
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
5,785
(1%)
ZEROES:
96
(<1%)
MAX
7,117
95%
5,571
Q3
3,475
AVG
2,432
MEDIAN
2,078
Q1
1,140
5%
391
MIN
0
RANGE
7,117
IQR
2,335
STD
1,600
VAR
2.6M
KURT.
-0.538
SKEW
0.656
SUM
1.2B
7
Hillshade_9am
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
207
(<1%)
ZEROES:
13
(<1%)
MAX
254
95%
245
Q3
231
MEDIAN
218
AVG
212
Q1
199
5%
160
MIN
0
RANGE
254
IQR
32.0
STD
26.6
VAR
709
KURT.
2.12
SKEW
-1.24
SUM
107.3M
8
Hillshade_Noon
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
185
(<1%)
ZEROES:
5
(<1%)
MAX
254
95%
250
Q3
237
MEDIAN
226
AVG
223
Q1
213
5%
187
MIN
0
RANGE
254
IQR
24.0
STD
19.6
VAR
383
KURT.
2.44
SKEW
-1.14
SUM
112.8M
9
Hillshade_3pm
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
255
(<1%)
ZEROES:
1,266
(<1%)
MAX
254
95%
203
Q3
168
MEDIAN
143
AVG
143
Q1
120
5%
79
MIN
0
RANGE
254
IQR
48.0
STD
37.8
VAR
1,427
KURT.
0.544
SKEW
-0.291
SUM
72.1M
10
Horizontal_Distance_To_Fire_Points
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
5,827
(1%)
ZEROES:
45
(<1%)
MAX
7,173
95%
5,089
Q3
2,592
AVG
2,010
MEDIAN
1,725
Q1
1,024
5%
408
MIN
0
RANGE
7,173
IQR
1,568
STD
1,358
VAR
1.8M
KURT.
1.51
SKEW
1.27
SUM
1.0B
11
Cover_Type
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
12
Distance_to_Water
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
48,761
(10%)
ZEROES:
21,630
(4%)
MAX
1,419
95%
689
Q3
390
AVG
273
MEDIAN
226
Q1
108
5%
30
MIN
0
RANGE
1,419
IQR
282
STD
216
VAR
46,494
KURT.
1.60
SKEW
1.18
SUM
137.8M
13
Avg_Hillshade
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
384
(<1%)
ZEROES:
---
MAX
214
95%
211
Q3
203
MEDIAN
195
AVG
193
Q1
186
5%
165
MIN
32
RANGE
182
IQR
17.0
STD
14.4
VAR
207
KURT.
3.07
SKEW
-1.36
SUM
97.4M
14
Hydro_Road_Fire_Distance
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
12,679
(3%)
ZEROES:
---
MAX
13,141
95%
9,595
Q3
6,223
AVG
4,708
MEDIAN
4,270
Q1
2,800
5%
1,448
MIN
108
RANGE
13,033
IQR
3,423
STD
2,478
VAR
6.1M
KURT.
-0.029
SKEW
0.735
SUM
2.4B
15
Elevation_x_Slope
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
37,825
(7%)
ZEROES:
621
(<1%)
MAX
205k
95%
79k
Q3
53k
AVG
40k
MEDIAN
37k
Q1
25k
5%
11k
MIN
0k
RANGE
205k
IQR
27,817
STD
20,984
VAR
440.3M
KURT.
0.910
SKEW
0.801
SUM
20.3B
16
Soil_Type
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
40
(<1%)
ZEROES:
3,031
(<1%)
MAX
39.0
95%
37.0
Q3
30.0
MEDIAN
28.0
AVG
23.7
Q1
20.0
5%
5.0
MIN
0.0
RANGE
39.0
IQR
10.0
STD
9.15
VAR
83.7
KURT.
-0.289
SKEW
-0.770
SUM
12.0M
17
Wilderness_Area
VALUES:
505,354
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Elevation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Soil_Type
0.68
Horizontal_Distance_To_Roadways
0.42
Hydro_Road_Fire_Distance
0.37
Horizontal_Distance_To_Hydrology
0.29
Distance_to_Water
0.28
Slope
-0.26
Avg_Hillshade
0.24
Hillshade_Noon
0.24
Hillshade_9am
0.14
Horizontal_Distance_To_Fire_Points
0.13
Vertical_Distance_To_Hydrology
0.07
Hillshade_3pm
0.05
Elevation_x_Slope
-0.04
Aspect
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Cover_Type
0.79
Wilderness_Area
0.67
MOST FREQUENT VALUES
2968.0
1,625
0.3%
2962.0
1,613
0.3%
2991.0
1,613
0.3%
2972.0
1,609
0.3%
2978.0
1,603
0.3%
2975.0
1,599
0.3%
2988.0
1,554
0.3%
2955.0
1,524
0.3%
2965.0
1,519
0.3%
2952.0
1,514
0.3%
2982.0
1,511
0.3%
2985.0
1,505
0.3%
2998.0
1,499
0.3%
2959.0
1,495
0.3%
2995.0
1,465
0.3%
SMALLEST VALUES
1859.0
1
<0.1%
1860.0
1
<0.1%
1861.0
1
<0.1%
1863.0
1
<0.1%
1866.0
1
<0.1%
1867.0
1
<0.1%
1868.0
1
<0.1%
1871.0
3
<0.1%
1872.0
4
<0.1%
1873.0
1
<0.1%
1874.0
1
<0.1%
1876.0
2
<0.1%
1877.0
3
<0.1%
1879.0
3
<0.1%
1880.0
4
<0.1%
LARGEST VALUES
3858.0
2
<0.1%
3857.0
1
<0.1%
3856.0
1
<0.1%
3853.0
1
<0.1%
3852.0
1
<0.1%
3851.0
2
<0.1%
3850.0
1
<0.1%
3849.0
4
<0.1%
3848.0
1
<0.1%
3846.0
6
<0.1%
3845.0
6
<0.1%
3844.0
7
<0.1%
3843.0
2
<0.1%
3842.0
3
<0.1%
3841.0
1
<0.1%
Aspect
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hillshade_3pm
0.64
Hillshade_9am
-0.58
Avg_Hillshade
0.36
Hillshade_Noon
0.33
Horizontal_Distance_To_Fire_Points
-0.11
Slope
0.08
Elevation_x_Slope
0.07
Vertical_Distance_To_Hydrology
0.07
Hydro_Road_Fire_Distance
-0.04
Horizontal_Distance_To_Roadways
0.02
Distance_to_Water
0.01
Horizontal_Distance_To_Hydrology
0.01
Elevation
-0.00
Soil_Type
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.17
Cover_Type
0.08
MOST FREQUENT VALUES
45.0
5,854
1.2%
0.0
4,536
0.9%
90.0
4,111
0.8%
135.0
3,443
0.7%
63.0
3,320
0.7%
315.0
3,236
0.6%
18.0
3,077
0.6%
72.0
3,071
0.6%
27.0
3,071
0.6%
34.0
2,521
0.5%
36.0
2,508
0.5%
108.0
2,456
0.5%
54.0
2,444
0.5%
32.0
2,434
0.5%
58.0
2,416
0.5%
SMALLEST VALUES
0.0
4,536
0.9%
1.0
1,506
0.3%
2.0
1,709
0.3%
3.0
1,718
0.3%
4.0
2,023
0.4%
5.0
1,844
0.4%
6.0
1,981
0.4%
7.0
1,951
0.4%
8.0
1,983
0.4%
9.0
2,229
0.4%
10.0
1,900
0.4%
11.0
2,233
0.4%
12.0
1,626
0.3%
13.0
2,234
0.4%
14.0
2,062
0.4%
LARGEST VALUES
360.0
49
<0.1%
359.0
1,220
0.2%
358.0
1,566
0.3%
357.0
1,643
0.3%
356.0
1,801
0.4%
355.0
1,725
0.3%
354.0
1,784
0.4%
353.0
1,732
0.3%
352.0
1,782
0.4%
351.0
1,938
0.4%
350.0
1,551
0.3%
349.0
1,826
0.4%
348.0
1,423
0.3%
347.0
1,750
0.3%
346.0
1,755
0.3%
Slope
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Elevation_x_Slope
0.97
Avg_Hillshade
-0.63
Hillshade_Noon
-0.57
Hillshade_9am
-0.34
Vertical_Distance_To_Hydrology
0.29
Elevation
-0.26
Hydro_Road_Fire_Distance
-0.25
Horizontal_Distance_To_Roadways
-0.23
Hillshade_3pm
-0.19
Horizontal_Distance_To_Fire_Points
-0.19
Soil_Type
-0.09
Aspect
0.08
Horizontal_Distance_To_Hydrology
-0.01
Distance_to_Water
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.33
Cover_Type
0.29
MOST FREQUENT VALUES
10.0
30,511
6.0%
11.0
30,123
6.0%
12.0
29,324
5.8%
9.0
29,017
5.7%
13.0
28,187
5.6%
8.0
27,610
5.5%
14.0
25,932
5.1%
15.0
24,691
4.9%
7.0
24,304
4.8%
6.0
22,768
4.5%
16.0
22,271
4.4%
5.0
19,417
3.8%
17.0
19,331
3.8%
18.0
17,488
3.5%
19.0
15,563
3.1%
SMALLEST VALUES
0.0
621
0.1%
1.0
3,485
0.7%
2.0
7,301
1.4%
3.0
10,951
2.2%
4.0
15,310
3.0%
5.0
19,417
3.8%
6.0
22,768
4.5%
7.0
24,304
4.8%
8.0
27,610
5.5%
9.0
29,017
5.7%
10.0
30,511
6.0%
11.0
30,123
6.0%
12.0
29,324
5.8%
13.0
28,187
5.6%
14.0
25,932
5.1%
LARGEST VALUES
66.0
1
<0.1%
65.0
2
<0.1%
64.0
1
<0.1%
63.0
1
<0.1%
62.0
2
<0.1%
61.0
4
<0.1%
60.0
2
<0.1%
59.0
3
<0.1%
58.0
1
<0.1%
57.0
7
<0.1%
56.0
4
<0.1%
55.0
3
<0.1%
54.0
4
<0.1%
53.0
6
<0.1%
52.0
9
<0.1%
Horizontal_Distance_To_Hydrology
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Distance_to_Water
1.00
Vertical_Distance_To_Hydrology
0.61
Elevation
0.29
Hydro_Road_Fire_Distance
0.17
Soil_Type
0.17
Horizontal_Distance_To_Roadways
0.09
Horizontal_Distance_To_Fire_Points
0.05
Avg_Hillshade
0.05
Hillshade_3pm
0.05
Hillshade_Noon
0.05
Elevation_x_Slope
0.05
Hillshade_9am
-0.02
Slope
-0.01
Aspect
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.17
Cover_Type
0.15
MOST FREQUENT VALUES
30.0
29,993
5.9%
0.0
21,630
4.3%
150.0
18,274
3.6%
60.0
16,778
3.3%
67.0
13,454
2.7%
42.0
12,960
2.6%
108.0
12,702
2.5%
85.0
12,156
2.4%
90.0
9,757
1.9%
120.0
9,343
1.8%
95.0
8,120
1.6%
124.0
7,577
1.5%
134.0
7,478
1.5%
212.0
7,455
1.5%
162.0
6,772
1.3%
SMALLEST VALUES
0.0
21,630
4.3%
30.0
29,993
5.9%
42.0
12,960
2.6%
60.0
16,778
3.3%
67.0
13,454
2.7%
85.0
12,156
2.4%
90.0
9,757
1.9%
95.0
8,120
1.6%
108.0
12,702
2.5%
120.0
9,343
1.8%
124.0
7,577
1.5%
127.0
5,592
1.1%
134.0
7,478
1.5%
150.0
18,274
3.6%
153.0
3,874
0.8%
LARGEST VALUES
1397.0
1
<0.1%
1390.0
2
<0.1%
1383.0
2
<0.1%
1382.0
1
<0.1%
1376.0
1
<0.1%
1371.0
1
<0.1%
1370.0
1
<0.1%
1369.0
1
<0.1%
1368.0
2
<0.1%
1361.0
2
<0.1%
1359.0
1
<0.1%
1358.0
1
<0.1%
1356.0
1
<0.1%
1355.0
1
<0.1%
1354.0
2
<0.1%
Vertical_Distance_To_Hydrology
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Distance_to_Water
0.65
Horizontal_Distance_To_Hydrology
0.61
Elevation_x_Slope
0.32
Slope
0.29
Hillshade_9am
-0.18
Avg_Hillshade
-0.13
Hillshade_Noon
-0.12
Elevation
0.07
Aspect
0.07
Horizontal_Distance_To_Fire_Points
-0.07
Soil_Type
0.05
Horizontal_Distance_To_Roadways
-0.04
Hillshade_3pm
0.04
Hydro_Road_Fire_Distance
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.22
Cover_Type
0.13
MOST FREQUENT VALUES
0.0
34,287
6.8%
3.0
8,388
1.7%
10.0
8,084
1.6%
7.0
7,807
1.5%
13.0
7,707
1.5%
6.0
7,694
1.5%
4.0
7,529
1.5%
5.0
6,717
1.3%
16.0
6,715
1.3%
23.0
6,539
1.3%
9.0
6,478
1.3%
8.0
6,353
1.3%
2.0
6,350
1.3%
20.0
6,325
1.3%
1.0
6,148
1.2%
SMALLEST VALUES
-159.0
2
<0.1%
-158.0
1
<0.1%
-156.0
1
<0.1%
-154.0
1
<0.1%
-153.0
2
<0.1%
-152.0
2
<0.1%
-151.0
1
<0.1%
-150.0
1
<0.1%
-149.0
1
<0.1%
-147.0
1
<0.1%
-146.0
1
<0.1%
-144.0
2
<0.1%
-143.0
3
<0.1%
-142.0
1
<0.1%
-141.0
2
<0.1%
LARGEST VALUES
601.0
1
<0.1%
599.0
1
<0.1%
598.0
2
<0.1%
597.0
3
<0.1%
595.0
2
<0.1%
592.0
1
<0.1%
591.0
1
<0.1%
590.0
2
<0.1%
589.0
3
<0.1%
588.0
3
<0.1%
587.0
1
<0.1%
586.0
1
<0.1%
585.0
2
<0.1%
584.0
1
<0.1%
583.0
1
<0.1%
Horizontal_Distance_To_Roadways
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hydro_Road_Fire_Distance
0.86
Elevation
0.42
Horizontal_Distance_To_Fire_Points
0.37
Soil_Type
0.25
Slope
-0.23
Avg_Hillshade
0.22
Hillshade_Noon
0.22
Elevation_x_Slope
-0.15
Hillshade_3pm
0.11
Horizontal_Distance_To_Hydrology
0.09
Distance_to_Water
0.08
Hillshade_9am
0.05
Vertical_Distance_To_Hydrology
-0.04
Aspect
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.49
Cover_Type
0.33
MOST FREQUENT VALUES
150.0
1,078
0.2%
618.0
882
0.2%
900.0
821
0.2%
1020.0
805
0.2%
990.0
777
0.2%
960.0
764
0.2%
390.0
763
0.2%
1140.0
736
0.1%
1050.0
726
0.1%
750.0
725
0.1%
1110.0
708
0.1%
1530.0
700
0.1%
997.0
691
0.1%
510.0
676
0.1%
1082.0
672
0.1%
SMALLEST VALUES
0.0
96
<0.1%
30.0
267
<0.1%
42.0
153
<0.1%
60.0
280
<0.1%
67.0
249
<0.1%
85.0
293
<0.1%
90.0
331
<0.1%
95.0
317
<0.1%
108.0
537
0.1%
120.0
559
0.1%
124.0
399
<0.1%
127.0
262
<0.1%
134.0
411
<0.1%
150.0
1,078
0.2%
153.0
271
<0.1%
LARGEST VALUES
7117.0
1
<0.1%
7116.0
1
<0.1%
7112.0
1
<0.1%
7097.0
1
<0.1%
7092.0
1
<0.1%
7087.0
2
<0.1%
7082.0
1
<0.1%
7079.0
1
<0.1%
7078.0
2
<0.1%
7069.0
1
<0.1%
7068.0
2
<0.1%
7063.0
1
<0.1%
7061.0
1
<0.1%
7059.0
1
<0.1%
7058.0
1
<0.1%
Hillshade_9am
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hillshade_3pm
-0.77
Aspect
-0.58
Slope
-0.34
Elevation_x_Slope
-0.30
Vertical_Distance_To_Hydrology
-0.18
Elevation
0.14
Horizontal_Distance_To_Fire_Points
0.13
Hydro_Road_Fire_Distance
0.10
Soil_Type
0.06
Horizontal_Distance_To_Roadways
0.05
Avg_Hillshade
-0.05
Distance_to_Water
-0.03
Hillshade_Noon
0.03
Horizontal_Distance_To_Hydrology
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.28
Cover_Type
0.21
MOST FREQUENT VALUES
226.0
10,413
2.1%
228.0
10,242
2.0%
224.0
10,051
2.0%
230.0
10,049
2.0%
223.0
9,782
1.9%
222.0
9,720
1.9%
233.0
9,416
1.9%
227.0
9,382
1.9%
225.0
9,243
1.8%
221.0
9,239
1.8%
219.0
9,124
1.8%
218.0
9,045
1.8%
231.0
9,039
1.8%
220.0
8,944
1.8%
229.0
8,877
1.8%
SMALLEST VALUES
0.0
13
<0.1%
36.0
1
<0.1%
46.0
2
<0.1%
50.0
1
<0.1%
52.0
1
<0.1%
53.0
1
<0.1%
54.0
3
<0.1%
55.0
1
<0.1%
56.0
5
<0.1%
57.0
2
<0.1%
58.0
3
<0.1%
59.0
5
<0.1%
60.0
5
<0.1%
61.0
2
<0.1%
62.0
1
<0.1%
LARGEST VALUES
254.0
1,641
0.3%
253.0
1,822
0.4%
252.0
2,123
0.4%
251.0
2,409
0.5%
250.0
2,766
0.5%
249.0
3,116
0.6%
248.0
3,249
0.6%
247.0
3,691
0.7%
246.0
4,069
0.8%
245.0
4,560
0.9%
244.0
4,946
1.0%
243.0
5,175
1.0%
242.0
5,718
1.1%
241.0
6,053
1.2%
240.0
6,651
1.3%
Hillshade_Noon
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Avg_Hillshade
0.99
Hillshade_3pm
0.59
Slope
-0.57
Elevation_x_Slope
-0.52
Aspect
0.33
Elevation
0.24
Horizontal_Distance_To_Roadways
0.22
Hydro_Road_Fire_Distance
0.18
Vertical_Distance_To_Hydrology
-0.12
Horizontal_Distance_To_Fire_Points
0.06
Horizontal_Distance_To_Hydrology
0.05
Soil_Type
0.04
Distance_to_Water
0.04
Hillshade_9am
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.22
Cover_Type
0.19
MOST FREQUENT VALUES
231.0
12,314
2.4%
228.0
12,230
2.4%
233.0
12,063
2.4%
230.0
11,975
2.4%
229.0
11,849
2.3%
234.0
11,805
2.3%
227.0
11,601
2.3%
226.0
11,594
2.3%
223.0
11,564
2.3%
225.0
11,495
2.3%
232.0
11,277
2.2%
236.0
10,864
2.1%
221.0
10,853
2.1%
224.0
10,783
2.1%
235.0
10,162
2.0%
SMALLEST VALUES
0.0
5
<0.1%
30.0
1
<0.1%
40.0
1
<0.1%
42.0
1
<0.1%
45.0
1
<0.1%
53.0
2
<0.1%
63.0
1
<0.1%
64.0
1
<0.1%
68.0
1
<0.1%
71.0
1
<0.1%
74.0
1
<0.1%
75.0
1
<0.1%
76.0
1
<0.1%
78.0
1
<0.1%
80.0
2
<0.1%
LARGEST VALUES
254.0
3,981
0.8%
253.0
4,664
0.9%
252.0
5,492
1.1%
251.0
5,864
1.2%
250.0
6,488
1.3%
249.0
6,356
1.3%
248.0
6,907
1.4%
247.0
7,617
1.5%
246.0
7,453
1.5%
245.0
7,352
1.5%
244.0
8,025
1.6%
243.0
7,556
1.5%
242.0
7,828
1.5%
241.0
8,378
1.7%
240.0
8,464
1.7%
Hillshade_3pm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hillshade_9am
-0.77
Avg_Hillshade
0.66
Aspect
0.64
Hillshade_Noon
0.59
Elevation_x_Slope
-0.19
Slope
-0.19
Horizontal_Distance_To_Roadways
0.11
Elevation
0.05
Distance_to_Water
0.05
Hydro_Road_Fire_Distance
0.05
Horizontal_Distance_To_Hydrology
0.05
Horizontal_Distance_To_Fire_Points
-0.04
Vertical_Distance_To_Hydrology
0.04
Soil_Type
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.14
Cover_Type
0.11
MOST FREQUENT VALUES
143.0
6,582
1.3%
145.0
6,474
1.3%
138.0
6,384
1.3%
146.0
6,243
1.2%
142.0
6,189
1.2%
136.0
6,166
1.2%
139.0
6,153
1.2%
149.0
6,078
1.2%
135.0
6,035
1.2%
150.0
6,026
1.2%
132.0
5,980
1.2%
140.0
5,942
1.2%
144.0
5,703
1.1%
137.0
5,693
1.1%
129.0
5,692
1.1%
SMALLEST VALUES
0.0
1,266
0.3%
1.0
14
<0.1%
2.0
15
<0.1%
3.0
15
<0.1%
4.0
18
<0.1%
5.0
18
<0.1%
6.0
24
<0.1%
7.0
28
<0.1%
8.0
20
<0.1%
9.0
31
<0.1%
10.0
38
<0.1%
11.0
23
<0.1%
12.0
49
<0.1%
13.0
58
<0.1%
14.0
44
<0.1%
LARGEST VALUES
254.0
4
<0.1%
253.0
8
<0.1%
252.0
16
<0.1%
251.0
10
<0.1%
250.0
15
<0.1%
249.0
35
<0.1%
248.0
41
<0.1%
247.0
54
<0.1%
246.0
68
<0.1%
245.0
78
<0.1%
244.0
110
<0.1%
243.0
129
<0.1%
242.0
136
<0.1%
241.0
156
<0.1%
240.0
154
<0.1%
Horizontal_Distance_To_Fire_Points
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hydro_Road_Fire_Distance
0.79
Horizontal_Distance_To_Roadways
0.37
Slope
-0.19
Elevation_x_Slope
-0.15
Hillshade_9am
0.13
Elevation
0.13
Aspect
-0.11
Soil_Type
0.07
Avg_Hillshade
0.07
Vertical_Distance_To_Hydrology
-0.07
Hillshade_Noon
0.06
Horizontal_Distance_To_Hydrology
0.05
Distance_to_Water
0.05
Hillshade_3pm
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.43
Cover_Type
0.26
MOST FREQUENT VALUES
618.0
1,244
0.2%
541.0
981
0.2%
607.0
930
0.2%
942.0
856
0.2%
997.0
844
0.2%
700.0
833
0.2%
726.0
798
0.2%
752.0
782
0.2%
900.0
774
0.2%
960.0
768
0.2%
1530.0
766
0.2%
765.0
763
0.2%
636.0
762
0.2%
1082.0
742
0.1%
1142.0
740
0.1%
SMALLEST VALUES
0.0
45
<0.1%
30.0
184
<0.1%
42.0
183
<0.1%
60.0
182
<0.1%
67.0
370
<0.1%
85.0
183
<0.1%
90.0
182
<0.1%
95.0
366
<0.1%
108.0
369
<0.1%
120.0
180
<0.1%
124.0
360
<0.1%
127.0
185
<0.1%
134.0
366
<0.1%
150.0
539
0.1%
153.0
350
<0.1%
LARGEST VALUES
7173.0
1
<0.1%
7172.0
1
<0.1%
7168.0
1
<0.1%
7150.0
1
<0.1%
7145.0
1
<0.1%
7142.0
1
<0.1%
7141.0
2
<0.1%
7140.0
1
<0.1%
7131.0
1
<0.1%
7126.0
1
<0.1%
7122.0
1
<0.1%
7118.0
1
<0.1%
7117.0
1
<0.1%
7112.0
2
<0.1%
7111.0
2
<0.1%
Cover_Type
MISSING:
---
TOP CATEGORIES
2
254,165
50%
1
178,709
35%
3
28,058
6%
7
17,532
3%
6
14,851
3%
5
9,292
2%
4
2,747
<1%
ALL
505,354
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Cover_Type
PROVIDES INFORMATION ON...
Wilderness_Area
0.22

THESE FEATURES
GIVE INFORMATION
ON Cover_Type:
Wilderness_Area
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Cover_Type
CORRELATION RATIO WITH...
Elevation
0.79
Soil_Type
0.64
Hydro_Road_Fire_Distance
0.35
Horizontal_Distance_To_Roadways
0.33
Slope
0.29
Horizontal_Distance_To_Fire_Points
0.26
Hillshade_9am
0.21
Avg_Hillshade
0.20
Hillshade_Noon
0.19
Horizontal_Distance_To_Hydrology
0.15
Elevation_x_Slope
0.14
Distance_to_Water
0.14
Vertical_Distance_To_Hydrology
0.13
Hillshade_3pm
0.11
Distance_to_Water
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Horizontal_Distance_To_Hydrology
1.00
Vertical_Distance_To_Hydrology
0.65
Elevation
0.28
Soil_Type
0.17
Hydro_Road_Fire_Distance
0.16
Horizontal_Distance_To_Roadways
0.08
Elevation_x_Slope
0.07
Hillshade_3pm
0.05
Horizontal_Distance_To_Fire_Points
0.05
Avg_Hillshade
0.04
Hillshade_Noon
0.04
Hillshade_9am
-0.03
Aspect
0.01
Slope
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.17
Cover_Type
0.14
MOST FREQUENT VALUES
0.0
21,630
4.3%
30.0
4,151
0.8%
30.14962686336267
3,374
0.7%
30.01666203960727
3,338
0.7%
30.066592756745816
3,333
0.7%
30.265491900843116
2,748
0.5%
30.4138126514911
2,308
0.5%
30.59411708155671
2,177
0.4%
30.80584360149873
1,810
0.4%
31.04834939252005
1,299
0.3%
42.0
1,237
0.2%
42.1070065428546
1,159
0.2%
60.0
1,159
0.2%
42.01190307520001
1,106
0.2%
60.07495318350236
1,102
0.2%
SMALLEST VALUES
0.0
21,630
4.3%
30.0
4,151
0.8%
30.01666203960727
3,338
0.7%
30.066592756745816
3,333
0.7%
30.14962686336267
3,374
0.7%
30.265491900843116
2,748
0.5%
30.4138126514911
2,308
0.5%
30.59411708155671
2,177
0.4%
30.80584360149873
1,810
0.4%
31.04834939252005
1,299
0.3%
31.32091952673165
1,079
0.2%
31.622776601683796
1,015
0.2%
31.95309061734092
672
0.1%
32.31098884280702
528
0.1%
32.69556544854363
495
<0.1%
LARGEST VALUES
1418.916840410318
1
<0.1%
1413.2957935266063
1
<0.1%
1411.0595309908083
1
<0.1%
1407.4590580190957
1
<0.1%
1397.7814564516157
1
<0.1%
1395.0548376318402
1
<0.1%
1394.460469142098
1
<0.1%
1390.893597655838
1
<0.1%
1389.7057242452447
1
<0.1%
1384.2340842502038
1
<0.1%
1383.722515535539
1
<0.1%
1383.694330406828
1
<0.1%
1381.84839978921
1
<0.1%
1381.8436959367004
1
<0.1%
1378.2136989596352
1
<0.1%
Avg_Hillshade
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Hillshade_Noon
0.99
Hillshade_3pm
0.66
Slope
-0.63
Elevation_x_Slope
-0.59
Aspect
0.36
Elevation
0.24
Horizontal_Distance_To_Roadways
0.22
Hydro_Road_Fire_Distance
0.19
Vertical_Distance_To_Hydrology
-0.13
Horizontal_Distance_To_Fire_Points
0.07
Soil_Type
0.05
Horizontal_Distance_To_Hydrology
0.05
Hillshade_9am
-0.05
Distance_to_Water
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.22
Cover_Type
0.20
MOST FREQUENT VALUES
199.33333333333331
6,583
1.3%
198.0
6,186
1.2%
198.66666666666663
6,168
1.2%
201.33333333333331
5,970
1.2%
196.33333333333331
5,963
1.2%
200.0
5,952
1.2%
195.66666666666663
5,878
1.2%
195.33333333333331
5,798
1.1%
196.66666666666663
5,781
1.1%
200.66666666666663
5,696
1.1%
197.66666666666663
5,650
1.1%
200.33333333333331
5,618
1.1%
193.66666666666663
5,610
1.1%
195.0
5,578
1.1%
203.33333333333331
5,564
1.1%
SMALLEST VALUES
31.666666666666668
1
<0.1%
34.333333333333336
1
<0.1%
55.333333333333336
1
<0.1%
59.66666666666666
1
<0.1%
61.66666666666666
2
<0.1%
63.66666666666666
1
<0.1%
64.33333333333333
1
<0.1%
70.0
1
<0.1%
73.33333333333333
1
<0.1%
76.0
1
<0.1%
77.0
1
<0.1%
77.33333333333333
1
<0.1%
77.66666666666667
1
<0.1%
79.0
1
<0.1%
79.66666666666667
1
<0.1%
LARGEST VALUES
213.66666666666663
247
<0.1%
213.33333333333331
1,927
0.4%
213.0
2,939
0.6%
212.66666666666663
3,181
0.6%
212.33333333333331
3,415
0.7%
212.0
3,115
0.6%
211.66666666666663
3,447
0.7%
211.33333333333331
3,739
0.7%
211.0
3,372
0.7%
210.66666666666663
4,121
0.8%
210.33333333333331
3,505
0.7%
210.0
3,863
0.8%
209.66666666666663
3,967
0.8%
209.33333333333331
3,718
0.7%
209.0
4,133
0.8%
Hydro_Road_Fire_Distance
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Horizontal_Distance_To_Roadways
0.86
Horizontal_Distance_To_Fire_Points
0.79
Elevation
0.37
Slope
-0.25
Soil_Type
0.22
Avg_Hillshade
0.19
Hillshade_Noon
0.18
Horizontal_Distance_To_Hydrology
0.17
Elevation_x_Slope
-0.17
Distance_to_Water
0.16
Hillshade_9am
0.10
Hillshade_3pm
0.05
Aspect
-0.04
Vertical_Distance_To_Hydrology
-0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.55
Cover_Type
0.35
MOST FREQUENT VALUES
2950.0
134
<0.1%
3001.0
125
<0.1%
2956.0
123
<0.1%
2914.0
122
<0.1%
5340.0
121
<0.1%
3118.0
118
<0.1%
3020.0
117
<0.1%
3547.0
116
<0.1%
3194.0
116
<0.1%
2149.0
116
<0.1%
3213.0
116
<0.1%
3692.0
115
<0.1%
3141.0
115
<0.1%
2887.0
115
<0.1%
2319.0
114
<0.1%
SMALLEST VALUES
108.0
1
<0.1%
115.0
1
<0.1%
125.0
1
<0.1%
150.0
2
<0.1%
152.0
1
<0.1%
157.0
1
<0.1%
162.0
1
<0.1%
164.0
1
<0.1%
166.0
2
<0.1%
180.0
1
<0.1%
182.0
1
<0.1%
183.0
1
<0.1%
187.0
2
<0.1%
192.0
1
<0.1%
193.0
1
<0.1%
LARGEST VALUES
13141.0
1
<0.1%
13134.0
1
<0.1%
13127.0
1
<0.1%
13124.0
1
<0.1%
13121.0
1
<0.1%
13114.0
1
<0.1%
13113.0
1
<0.1%
13111.0
1
<0.1%
13110.0
2
<0.1%
13109.0
2
<0.1%
13106.0
1
<0.1%
13103.0
1
<0.1%
13101.0
1
<0.1%
13100.0
1
<0.1%
13096.0
1
<0.1%
Elevation_x_Slope
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Slope
0.97
Avg_Hillshade
-0.59
Hillshade_Noon
-0.52
Vertical_Distance_To_Hydrology
0.32
Hillshade_9am
-0.30
Hillshade_3pm
-0.19
Hydro_Road_Fire_Distance
-0.17
Horizontal_Distance_To_Roadways
-0.15
Horizontal_Distance_To_Fire_Points
-0.15
Aspect
0.07
Soil_Type
0.07
Distance_to_Water
0.07
Horizontal_Distance_To_Hydrology
0.05
Elevation
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
0.20
Cover_Type
0.14
MOST FREQUENT VALUES
0.0
621
0.1%
38376.0
163
<0.1%
35508.0
159
<0.1%
39312.0
157
<0.1%
29520.0
154
<0.1%
29780.0
146
<0.1%
38844.0
146
<0.1%
26748.0
143
<0.1%
29590.0
143
<0.1%
48960.0
142
<0.1%
32472.0
142
<0.1%
29720.0
138
<0.1%
27720.0
134
<0.1%
29750.0
131
<0.1%
32648.0
131
<0.1%
SMALLEST VALUES
0.0
621
0.1%
1929.0
1
<0.1%
1940.0
1
<0.1%
2012.0
1
<0.1%
2088.0
2
<0.1%
2100.0
1
<0.1%
2103.0
1
<0.1%
2121.0
1
<0.1%
2122.0
1
<0.1%
2129.0
1
<0.1%
2179.0
1
<0.1%
2235.0
1
<0.1%
2297.0
1
<0.1%
2323.0
1
<0.1%
2327.0
1
<0.1%
LARGEST VALUES
204880.0
1
<0.1%
203808.0
1
<0.1%
201110.0
1
<0.1%
195796.0
1
<0.1%
193579.0
1
<0.1%
189297.0
1
<0.1%
185673.0
1
<0.1%
184912.0
1
<0.1%
179312.0
1
<0.1%
177320.0
1
<0.1%
176700.0
1
<0.1%
175731.0
1
<0.1%
175104.0
1
<0.1%
172476.0
1
<0.1%
172368.0
1
<0.1%
Soil_Type
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Elevation
0.68
Horizontal_Distance_To_Roadways
0.25
Hydro_Road_Fire_Distance
0.22
Horizontal_Distance_To_Hydrology
0.17
Distance_to_Water
0.17
Slope
-0.09
Horizontal_Distance_To_Fire_Points
0.07
Elevation_x_Slope
0.07
Hillshade_9am
0.06
Avg_Hillshade
0.05
Vertical_Distance_To_Hydrology
0.05
Hillshade_Noon
0.04
Hillshade_3pm
-0.00
Aspect
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Cover_Type
0.64
Wilderness_Area
0.53
MOST FREQUENT VALUES
28.0
115,174
22.8%
22.0
48,686
9.6%
31.0
46,440
9.2%
32.0
33,897
6.7%
29.0
30,170
6.0%
11.0
29,971
5.9%
9.0
26,929
5.3%
21.0
25,682
5.1%
30.0
24,253
4.8%
23.0
16,959
3.4%
37.0
13,519
2.7%
12.0
13,353
2.6%
38.0
10,406
2.1%
19.0
8,643
1.7%
10.0
8,254
1.6%
SMALLEST VALUES
0.0
3,031
0.6%
1.0
4,918
1.0%
2.0
2,531
0.5%
3.0
7,619
1.5%
4.0
1,597
0.3%
5.0
6,575
1.3%
6.0
105
<0.1%
7.0
179
<0.1%
8.0
1,147
0.2%
9.0
26,929
5.3%
10.0
8,254
1.6%
11.0
29,971
5.9%
12.0
13,353
2.6%
13.0
376
<0.1%
14.0
3
<0.1%
LARGEST VALUES
39.0
6,834
1.4%
38.0
10,406
2.1%
37.0
13,519
2.7%
36.0
298
<0.1%
35.0
119
<0.1%
34.0
1,391
0.3%
33.0
706
0.1%
32.0
33,897
6.7%
31.0
46,440
9.2%
30.0
24,253
4.8%
29.0
30,170
6.0%
28.0
115,174
22.8%
27.0
946
0.2%
26.0
553
0.1%
25.0
2,314
0.5%
Wilderness_Area
MISSING:
---
TOP CATEGORIES
0.0
260,796
52%
2.0
199,161
39%
3.0
36,968
7%
1.0
8,429
2%
ALL
505,354
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Wilderness_Area
PROVIDES INFORMATION ON...
Cover_Type
0.18

THESE FEATURES
GIVE INFORMATION
ON Wilderness_Area:
Cover_Type
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Wilderness_Area
CORRELATION RATIO WITH...
Elevation
0.67
Hydro_Road_Fire_Distance
0.55
Soil_Type
0.53
Horizontal_Distance_To_Roadways
0.49
Horizontal_Distance_To_Fire_Points
0.43
Slope
0.33
Hillshade_9am
0.28
Vertical_Distance_To_Hydrology
0.22
Avg_Hillshade
0.22
Hillshade_Noon
0.22
Elevation_x_Slope
0.20
Aspect
0.17
Horizontal_Distance_To_Hydrology
0.17
Distance_to_Water
0.17